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  1. cluster_optics_xi — scikit-learn 1.8.0 document...

    1, 1, 1]) >>> clusters array([[0, 2],...min_samples int > 1 or float between 0 and 1 The same as the min_samples...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.cluster_optics_xi.html
    Mon Mar 23 20:39:23 UTC 2026
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  2. MultiTaskLassoCV — scikit-learn 1.8.0 documenta...

    since version 1.7: n_alphas was deprecated in 1.7 and will be...since version 1.7: alphas=None was deprecated in 1.7 and will be...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.MultiTaskLassoCV.html
    Mon Mar 23 20:39:23 UTC 2026
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  3. Birch — scikit-learn 1.8.0 documentation

    1 ], [ 0.3 , 1 ], [ - 0.3 , 1 ], [ 0 , - 1 ], [ 0.3...predict ( X ) array([0, 0, 0, 1, 1, 1]) For a comparison of the BIRCH...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.Birch.html
    Mon Mar 23 20:39:23 UTC 2026
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  4. VotingClassifier — scikit-learn 1.8.0 documenta...

    ([[ - 1 , - 1 ], [ - 2 , - 1 ], [ - 3 , - 2 ], [ 1 , 1 ], [ 2...2 , 1 ], [ 3 , 2 ]]) >>> y = np . array ([ 1 , 1 , 1 , 2 , 2...
    scikit-learn.org/stable/modules/generated/sklearn.ensemble.VotingClassifier.html
    Mon Mar 23 20:39:20 UTC 2026
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  5. compute_optics_graph — scikit-learn 1.8.0 docum...

    1. , 1. , 4.12]) >>> reachability array([ inf, 3.16, 1.41,...1.41, 4.12, 1. , 5. ]) >>> predecessor array([-1, 0, 1, 5, 3, 2])...
    scikit-learn.org/stable/modules/generated/sklearn.cluster.compute_optics_graph.html
    Mon Mar 23 20:39:20 UTC 2026
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  6. indexable — scikit-learn 1.8.0 documentation

    [ 1 , 2 , 3 ], np . array ([ 2 , 3...>>> indexable ( * iterables ) [[1, 2, 3], array([2, 3, 4]), None,...
    scikit-learn.org/stable/modules/generated/sklearn.utils.indexable.html
    Mon Mar 23 20:39:23 UTC 2026
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  7. SparseCoder — scikit-learn 1.8.0 documentation

    1 , 0 ], ... [ - 1 , - 1 , 2 ], ... [ 1 , 1 , 1 ], ......>>> X = np . array ([[ - 1 , - 1 , - 1 ], [ 0 , 0 , 3 ]]) >>> dictionary...
    scikit-learn.org/stable/modules/generated/sklearn.decomposition.SparseCoder.html
    Mon Mar 23 20:39:23 UTC 2026
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  8. LogisticRegression — scikit-learn 1.8.0 documen...

    scikit-learn 1.1 Release Highlights for scikit-learn 1.1 Release Highlights...since version 1.8: penalty was deprecated in version 1.8 and will...
    scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html
    Mon Mar 23 20:39:21 UTC 2026
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  9. LabelEncoder — scikit-learn 1.8.0 documentation

    classes_ array([1, 2, 6]) >>> le . transform ([ 1 , 1 , 2 , 6 ]) array([0,...array([0, 0, 1, 2]...) >>> le . inverse_transform ([ 0 , 0 , 1 , 2 ])...
    scikit-learn.org/stable/modules/generated/sklearn.preprocessing.LabelEncoder.html
    Mon Mar 23 20:39:20 UTC 2026
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  10. BaseEstimator — scikit-learn 1.8.0 documentation

    array ([ 1 , 0 , 1 ]) >>> estimator . fit ( X ,...__init__ ( self , * , param = 1 ): ... self . param = param ......
    scikit-learn.org/stable/modules/generated/sklearn.base.BaseEstimator.html
    Mon Mar 23 20:39:20 UTC 2026
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